Nagaraj, Dheeraj Mysore

11 publications

NeurIPS 2025 Dimension-Free Score Matching and Time Bootstrapping for Diffusion Models Syamantak Kumar, Dheeraj Mysore Nagaraj, Purnamrita Sarkar

ICLR 2025 Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma, Dheeraj Mysore Nagaraj, Karthikeyan Shanmugam

ICLRW 2025 Interleaved Gibbs Diffusion for Constrained Generation Gautham Govind Anil, Sachin Yadav, Dheeraj Mysore Nagaraj, Karthikeyan Shanmugam, Prateek Jain

AAAI 2025 The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao, Tonghan Wang, Dheeraj Mysore Nagaraj, Aparna Taneja, Milind Tambe

ICMLW 2024 Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma, Dheeraj Mysore Nagaraj, Karthikeyan Shanmugam

TMLR 2024 Introspective Experience Replay: Look Back When Surprised Ramnath Kumar, Dheeraj Mysore Nagaraj

TMLR 2024 Stochastic Re-Weighted Gradient Descent via Distributionally Robust Optimization Ramnath Kumar, Kushal Alpesh Majmundar, Dheeraj Mysore Nagaraj, Arun Suggala

ICLRW 2023 Max-Margin Inspired Per-Sample Re-Weighting for Robust Deep Learning Ramnath Kumar, Kushal Alpesh Majmundar, Dheeraj Mysore Nagaraj, Arun Suggala

ICML 2023 Multi-User Reinforcement Learning with Low Rank Rewards Dheeraj Mysore Nagaraj, Suhas S Kowshik, Naman Agarwal, Praneeth Netrapalli, Prateek Jain

NeurIPSW 2022 Look Back When Surprised: Stabilizing Reverse Experience Replay for Neural Approximation Ramnath Kumar, Dheeraj Mysore Nagaraj

ICLR 2022 Online Target Q-Learning with Reverse Experience Replay: Efficiently Finding the Optimal Policy for Linear MDPs Naman Agarwal, Syomantak Chaudhuri, Prateek Jain, Dheeraj Mysore Nagaraj, Praneeth Netrapalli